12.07.2015 Views

chemistry journal of moldova

chemistry journal of moldova

chemistry journal of moldova

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

N.Gorinchoy et al./Chem.J.Mold. 2008, 3 (1), 94-104This mechanism can be extended to the simultaneous action <strong>of</strong> two molecules. Indeed, if the first molecule S hasno pharmacophore, there will not be transformation to the product. Then the equilibrium (Boltzman distribution) allowsfor the second molecule to enter the intermediate complex:S + E SESE + S SSE P (8)If two molecules in a bimolecular docking to the receptor posses the pharmacophore, they may produce the necessaryaction that triggers the drug activity, albeit with lower probability than a single molecule with the pharmacophore. In theproblem <strong>of</strong> aquatic toxicity to fish under consideration, for instance, the molecule allyl chloride (II) with logLC 50= 1.20has no pharmacophore, while a 1,4-dichloro-2-butene (I) with logLC 50= -0.16 has the pharmacophore. The structure <strong>of</strong>these two molecules in Fig. 2 shows how two molecules <strong>of</strong> II produce the structure III which is similar to I and has thepharmacophore; hence the activity <strong>of</strong> II can be explained in this way.IClClIIClClIIIClFig. 2. Illustration <strong>of</strong> bimolecular activity: two active molecules <strong>of</strong> allyl chloride (II), which separately haveno pharmacophore, by stacking along the double bond produce a bimolecular structure (III) which is similar to1,4-dichloro-2-butene (I) and has the pharmacophore.Step 6. In accordance with the EC method techniques [8], the presence <strong>of</strong> toxicophore is only a necessarycondition <strong>of</strong> activity; the evaluation <strong>of</strong> activity quantitatively involves the regression analysis mentioned above. For the17 most active molecules the following relations for biological activity was employed [7, 8]:Ei Ereflog( LC50) log( LC50)ref 2.30259 Si[R] kT i (9)where (LC 50 ), and (LC 50 ) ref stand for numerical values <strong>of</strong> activity <strong>of</strong> the i-th compound and the reference compound,respectively, E iis the relative energy <strong>of</strong> the lowest energy conformer <strong>of</strong> the i-th compound that contains toxicophore,and S i[R] is a function <strong>of</strong> the electronic and geometric parameters <strong>of</strong> the substrate molecule.The parameters in the function S i[R] in Eq. (9) should be obtained from the condition <strong>of</strong> minimum differencebetween the calculated toxicity LC 50 ) i and the experimental values ( LC 50 ) i . The regression analysis was performedover the 17 toxicophore-containing molecules and the correlation coefficient as good as R 2 = 0.94 and R 2 = 0.92 in across-validated procedure was obtained with just three parameters <strong>of</strong> their electronic structure:i ref i ref i refSi[ R] k1(IImax IImax) k2(q q ) k3(C13 C13),(10)iwhere II max is the largest “interaction index” II in i-th molecule, q i is a Mulliken charge <strong>of</strong> the most electron-negativeatom near to the toxicophore atom T2 i i(within the radius <strong>of</strong> R < 2Å <strong>of</strong> the typical chemical bond length) and C 13 isthe matrix element <strong>of</strong> the ECSA corresponding to the distance (in Å) between the toxicophore atoms T1 i and T3 i ; T1,T2, T3, and T4 denote consecutively the four atoms in their ECSA (see eq. 3). The following values <strong>of</strong> the coefficientsminimize the expression (10):k 1 7.58; k 2 14.74;k 3 1.36 .(11)The theoretical values <strong>of</strong> toxicities calculated with this set <strong>of</strong> coefficients and those received in the leave-one-outcross-validation procedure are given in Table 3. The correlation between the experimental and calculated values <strong>of</strong> -log(LC 50) is presented graphically in Fig. 3.exp101

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!